期刊
NEURAL NETWORKS
卷 24, 期 3, 页码 305-310出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.neunet.2010.12.005
关键词
Neural networks; Stability; Synchronization; Global exponential convergence; Almost sure convergence
资金
- National Science Foundation of China [60974015, 60774074, 60804044]
- SGST [09DZ2272900]
- Graduate Innovation Foundation of Fudan University [EYH1411040]
In this paper, we discuss Hopfield neural networks with stochastic switching weights, investigating their global almost sure self-synchronization. Sufficient conditions ensuring global almost sure exponential synchronization of Hopfield neural networks with stochastic switching weights are given. (C) 2011 Elsevier Ltd. All rights reserved.
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